Academic and technical portfolio
Mathematical Engineer · Computational Modelling · Urban Air Quality · Statistical Learning
I am a mathematical engineer with a background in computational modelling, statistical learning and scientific computing. My recent academic work focused on data-driven surrogate modelling for street-scale NOx concentration prediction, combining simulation-derived data, meteorological variables and statistical methods.
I completed my MSc in Mathematical Engineering at Politecnico di Torino, with a research internship at École Centrale de Lyon. My interests include urban air quality modelling, environmental data analysis, surrogate modelling, optimization, computational physics and reproducible research workflows.
This project investigated data-driven approaches for predicting street-scale passive scalar concentrations using simulation-derived inputs from the SIRANE model. The work focused on dataset construction, feature engineering and the comparison of statistical and machine-learning models for concentration prediction at local urban scale.
Research activity focused on urban air pollution modelling, with attention to meteorological forcing, street geometry, emission scenarios and local-scale concentration fields. The work connected simulation outputs with statistical analysis and data-driven modelling strategies.
Development of computational workflows for transforming high-dimensional simulation outputs into structured datasets suitable for regression, validation and model comparison. The work involved data preprocessing, feature selection, error analysis and interpretation of predictive performance.
Design and maintenance of a Raspberry Pi-based homelab using Docker, Caddy, Cloudflare, VPN-based private access, service isolation and automated backups. The project explores reverse proxying, public/private service separation, federated services and lightweight infrastructure management.
Deployment and maintenance of a self-hosted Bitcoin and Lightning environment, with attention to node operation, service exposure, private access patterns and system-level administration.
Selected thesis material, technical reports and project documents will be added here after review for public sharing.
For academic or professional inquiries, please contact me by email or through LinkedIn.